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License: MIT License
Simple docker deployment of document layout analysis using detectron2
License: MIT License
Downloaded model_final_trimmed.pth
file from dropbox link in the repo, placed it in the backend/ folder.
When running docker-compose up --build
following error pops up and the flask_api fails to load.
Loaded config: DLA_mask_rcnn_R_101_FPN_3x.yaml
Loaded model: model_final_trimmed.pth
Traceback (most recent call last):
File "/app/bin/flask", line 8, in <module>
sys.exit(main())
File "/app/lib/python3.8/site-packages/flask/cli.py", line 967, in main
cli.main(args=sys.argv[1:], prog_name="python -m flask" if as_module else None)
File "/app/lib/python3.8/site-packages/flask/cli.py", line 586, in main
return super(FlaskGroup, self).main(*args, **kwargs)
File "/app/lib/python3.8/site-packages/click/core.py", line 782, in main
rv = self.invoke(ctx)
File "/app/lib/python3.8/site-packages/click/core.py", line 1259, in invoke
return _process_result(sub_ctx.command.invoke(sub_ctx))
File "/app/lib/python3.8/site-packages/click/core.py", line 1066, in invoke
return ctx.invoke(self.callback, **ctx.params)
File "/app/lib/python3.8/site-packages/click/core.py", line 610, in invoke
return callback(*args, **kwargs)
File "/app/lib/python3.8/site-packages/click/decorators.py", line 73, in new_func
return ctx.invoke(f, obj, *args, **kwargs)
File "/app/lib/python3.8/site-packages/click/core.py", line 610, in invoke
return callback(*args, **kwargs)
File "/app/lib/python3.8/site-packages/flask/cli.py", line 848, in run_command
app = DispatchingApp(info.load_app, use_eager_loading=eager_loading)
File "/app/lib/python3.8/site-packages/flask/cli.py", line 305, in __init__
self._load_unlocked()
File "/app/lib/python3.8/site-packages/flask/cli.py", line 330, in _load_unlocked
self._app = rv = self.loader()
File "/app/lib/python3.8/site-packages/flask/cli.py", line 388, in load_app
app = locate_app(self, import_name, name)
File "/app/lib/python3.8/site-packages/flask/cli.py", line 240, in locate_app
__import__(module_name)
File "/app/dla.py", line 3, in <module>
app = create_app()
File "/app/project/__init__.py", line 16, in create_app
from project.api.dla_api import dla_blueprint
File "/app/project/api/dla_api.py", line 5, in <module>
from project.predictor import make_predictions
File "/app/project/predictor.py", line 95, in <module>
predictor = prepare_predictor()
File "/app/project/predictor.py", line 38, in prepare_predictor
predictor = VisualizationDemo(cfg)
File "/app/project/d2predictor.py", line 36, in __init__
self.predictor = DefaultPredictor(cfg)
File "/app/lib/python3.8/site-packages/detectron2/engine/defaults.py", line 187, in __init__
checkpointer.load(cfg.MODEL.WEIGHTS)
File "/app/lib/python3.8/site-packages/fvcore/common/checkpoint.py", line 120, in load
checkpoint = self._load_file(path)
File "/app/lib/python3.8/site-packages/detectron2/checkpoint/detection_checkpoint.py", line 42, in _load_file
loaded = super()._load_file(filename) # load native pth checkpoint
File "/app/lib/python3.8/site-packages/fvcore/common/checkpoint.py", line 216, in _load_file
return torch.load(f, map_location=torch.device("cpu"))
File "/app/lib/python3.8/site-packages/torch/serialization.py", line 586, in load
with _open_zipfile_reader(f) as opened_zipfile:
File "/app/lib/python3.8/site-packages/torch/serialization.py", line 246, in __init__
super(_open_zipfile_reader, self).__init__(torch._C.PyTorchFileReader(name_or_buffer))
RuntimeError: [enforce fail at inline_container.cc:208] . file not found: /version
How can this be resolved?
The backend api currently throws a 500 error when a grayscale image is passed to /analyse-image-json
endpoint, mentioning: image.shape[2]
is out of index.
Updating the following code: https://github.com/hpanwar08/document-layout-analysis-app/blob/master/backend/project/api/dla_api.py#L22-L23 to
- if image.shape[2] == 4:
+ if len(image.shape) == 2: # grayscale image
+ image = cv2.cvtColor(image, cv2.COLOR_GRAY2BGR)
+ elif image.shape[2] == 4:
image = cv2.cvtColor(image, cv2.COLOR_BGRA2BGR)
resolved the issue.
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